{"id":"W288405260","doi":"","title":"NEWS & VIEWS 肺がん : 肺がんのCTスクリーニング : 答えはあるか?","year":2014,"lang":"ja","type":"article","venue":"Cancer and Clinical Oncology","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002985964,0.001103214,0.000768965,0.001337651,0.002296323,0.008765065,0.001375478,0.01723283,0.04612596],"category_scores_gemma":[0.01123041,0.0007088096,0.001180816,0.001693872,0.002956057,0.00430841,0.001978872,0.01404737,0.02239894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003042616,"about_ca_system_score_gemma":0.003474433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806002,"about_ca_topic_score_gemma":0.007914151,"domain_scores_codex":[0.9983475,0.0002664131,0.0001253185,0.0001283293,0.0008247142,0.0003076408],"domain_scores_gemma":[0.994833,0.002033825,0.0004652469,0.000216493,0.00109239,0.001359068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002523476,0.00001963299,0.0001154046,0.00009626197,0.000005239024,0.0001407266,0.00003665929,0.00002369063,0.00005460568,0.001694212,0.9862404,0.01154777],"study_design_scores_gemma":[0.00001183783,0.00001114675,0.0003346467,0.0001518901,0.00000695164,0.00009076904,0.0001576971,0.00002078187,0.00003798663,0.0007293362,0.9984397,0.000007228458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003752023,0.01531756,0.0001275022,0.7073755,0.2353823,0.00002211084,0.0002386184,0.00004931302,0.0411118],"genre_scores_gemma":[0.006425699,0.04135931,0.0002972653,0.4017363,0.3926845,0.0000772693,0.0003411464,0.00007865621,0.1569998],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04612596,"threshold_uncertainty_score":0.1543067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06750572553605616,"score_gpt":0.3925370663644407,"score_spread":0.3250313408283846,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}